Integrative analysis of Paneth cell proteomic and transcriptomic data from intestinal organoids reveals functional processes dependent on autophagy

被引:17
作者
Jones, Emily J. [1 ,2 ,3 ]
Matthews, Zoe J. [3 ]
Gul, Lejla [1 ]
Sudhakar, Padhmanand [1 ,2 ]
Treveil, Agatha [1 ,2 ]
Divekar, Devina [2 ,3 ]
Buck, Jasmine [3 ]
Wrzesinski, Tomasz [1 ]
Jefferson, Matthew [3 ]
Armstrong, Stuart D. [4 ]
Hall, Lindsay J. [2 ]
Watson, Alastair J. M. [2 ,3 ]
Carding, Simon R. [2 ,3 ]
Haerty, Wilfried [1 ]
Di Palma, Federica [1 ]
Mayer, Ulrike [5 ]
Powell, Penny P. [3 ]
Hautefort, Isabelle [1 ]
Wileman, Tom [2 ,3 ]
Korcsmaros, Tamas [1 ,2 ]
机构
[1] Earlham Inst, Norwich Res Pk, Norwich NR4 7UZ, Norfolk, England
[2] Quadram Inst, Norwich Res Pk, Norwich NR4 7UA, Norfolk, England
[3] Univ East Anglia, Norwich Med Sch, Norwich NR4 7TJ, Norfolk, England
[4] Univ Liverpool, Natl Inst Hlth Res, Liverpool L3 5RF, Merseyside, England
[5] Univ East Anglia, Sch Biol Sci, Norwich NR4 7TJ, Norfolk, England
基金
英国生物技术与生命科学研究理事会; 英国医学研究理事会; 英国惠康基金;
关键词
Paneth cells; Atg16l1; Intestinal organoids; Quantitative proteomics; Selective autophagy; INFLAMMATORY-BOWEL-DISEASE; EPITHELIAL-CELLS; GLOBAL ANALYSIS; CROHNS-DISEASE; ATG16L1; PROTEIN; MECHANISMS; INFECTION; BIOINFORMATICS; BIOGENESIS;
D O I
10.1242/dmm.037069
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Paneth cells are key epithelial cells that provide an antimicrobial barrier and maintain integrity of the small-intestinal stem cell niche. Paneth cell abnormalities are unfortunately detrimental to gut health and are often associated with digestive pathologies such as Crohn's disease or infections. Similar alterations are observed in individuals with impaired autophagy, a process that recycles cellular components. The direct effect of autophagy impairment on Paneth cells has not been analysed. To investigate this, we generated a mouse model lacking Atg16l1 specifically in intestinal epithelial cells, making these cells impaired in autophagy. Using three-dimensional intestinal organoids enriched for Paneth cells, we compared the proteomic profiles of wild-type and autophagy-impaired organoids. We used an integrated computational approach combining protein-protein interaction networks, autophagy-targeted proteins and functional information to identify the mechanistic link between autophagy impairment and disrupted pathways. Of the 284 altered proteins, 198 (70%) were more abundant in autophagy-impaired organoids, suggesting reduced protein degradation. Interestingly, these differentially abundant proteins comprised 116 proteins (41%) that are predicted targets of the selective autophagy proteins p62, LC3 and ATG16L1. Our integrative analysis revealed autophagy-mediated mechanisms that degrade key proteins in Paneth cell functions, such as exocytosis, apoptosis and DNA damage repair. Transcriptomic profiling of additional organoids confirmed that 90% of the observed changes upon autophagy alteration have effects at the protein level, not on gene expression. We performed further validation experiments showing differential lysozyme secretion, confirming our computationally inferred downregulation of exocytosis. Our observations could explain how protein-level alterations affect Paneth cell homeostatic functions upon autophagy impairment. This article has an associated First Person interview with the joint first authors of the paper.
引用
收藏
页数:13
相关论文
共 85 条
[1]  
Apweiler R, 2004, NUCLEIC ACIDS RES, V32, pD115, DOI [10.1093/nar/gkw1099, 10.1093/nar/gkh131]
[2]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[3]   Global Analysis of the Role of Autophagy in Cellular Metabolism and Energy Homeostasis in Arabidopsis Seedlings under Carbon Starvation [J].
Avin-Wittenberg, Tamar ;
Bajdzienko, Krzysztof ;
Wittenberg, Gal ;
Alseekh, Saleh ;
Tohge, Takayuki ;
Bock, Ralph ;
Giavalisco, Patrick ;
Fernie, Alisdair R. .
PLANT CELL, 2015, 27 (02) :306-322
[4]  
Barceló-Batllori S, 2002, PROTEOMICS, V2, P551, DOI 10.1002/1615-9861(200205)2:5<551::AID-PROT551>3.0.CO
[5]  
2-O
[6]   Secretory Protein Biogenesis and Traffic in the Early Secretory Pathway [J].
Barlowe, Charles K. ;
Miller, Elizabeth A. .
GENETICS, 2013, 193 (02) :383-410
[7]   Cellular Responses to Cisplatin-Induced DNA Damage [J].
Basu, Alakananda ;
Krishnamurthy, Soumya .
JOURNAL OF NUCLEIC ACIDS, 2010, 2010
[8]   Paneth cells secrete lysozyme via secretory autophagy during bacterial infection of the intestine [J].
Bel, Shai ;
Pendse, Mihir ;
Wang, Yuhao ;
Li, Yun ;
Ruhn, Kelly A. ;
Hassell, Brian ;
Leal, Tess ;
Winter, Sebastian E. ;
Xavier, Ramnik J. ;
Hooper, Lora V. .
SCIENCE, 2017, 357 (6355) :1047-1051
[9]   Paneth cells, antimicrobial peptides and maintenance of intestinal homeostasis [J].
Bevins, Charles L. ;
Salzman, Nita H. .
NATURE REVIEWS MICROBIOLOGY, 2011, 9 (05) :356-368
[10]   Near-optimal probabilistic RNA-seq quantification (vol 34, pg 525, 2016) [J].
Bray, Nicolas L. ;
Pimentel, Harold ;
Melsted, Pall ;
Pachter, Lior .
NATURE BIOTECHNOLOGY, 2016, 34 (08) :888-888